| 5 | -- | 6 | Osmar R. Zaïane. Guest Editor s Introduction - Special Issue on Multimedia Data Mining |
| 7 | -- | 23 | Wynne Hsu, Mong-Li Lee, Ji Zhang. Image Mining: Trends and Developments |
| 25 | -- | 41 | Asanobu Kitamoto. Spatio-Temporal Data Mining for Typhoon Image Collection |
| 43 | -- | 59 | Nadia Bianchi-Berthouze. Mining Multimedia Subjective Feedback |
| 61 | -- | 77 | Shu-Ching Chen, Mei-Ling Shyu, Chengcui Zhang, Jeff Strickrott. A Multimedia Data Mining Framework: Mining Information from Traffic Video Sequences |
| 79 | -- | 93 | Rie Honda, Shuai Wang, Tokio Kikuchi, Osamu Konishi. Mining of Moving Objects from Time-Series Images and its Application to Satellite Weather Imagery |
| 95 | -- | 109 | Yiqiang Chen, Wen Gao, Tingshao Zhu, Charles X. Ling. Learning Prosodic Patterns for Mandarin Speech Synthesis |
| 111 | -- | 134 | Dimitris G. Kapopoulos, Michael Hatzopoulos, Panagiotis Stamatopoulos. Efficient Management of Persistent Knowledge |